Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9790146 0.9789832 0.3531762 0.0148270 0.8305031
bt 0.9671533 0.8444313 0.9344896 0.0434001 0.6251572
maxnet 0.8512774 0.8985325 0.7817662 0.1000442 0.6987421
gam 0.9671533 0.8714099 0.8398173 0.0276856 0.6659329
glm 0.9671533 0.7548218 0.7684225 0.0308625 0.4191824

Variable Importance